“Sharing the developed tools, platforms, datasets, and demos from our research”
Issac-Net - A GPU-batched network simulation engine for massively parallel robot learning: thousands of Isaac Lab environments, tens to hundreds of robots per cell, one GPU, network state stepped in lockstep with physics. Link
RQ-NAC - A two-stage semantic compressor designed for efficient visual data transmission over bandwidth-constrained channels. Link
A1gent – An agentic AI-based ns-3 O-RAN platform for deterministic and auditable intent-driven radio control (under active development and will continue to receive updates). Link
ExaDigiT/NRAPS – An open source digital twin framework for liquid-cooled supercomputers. Contribute to the ExaDigiT RAPS (*2025 R&D 100 Award) module for fast network analysis in collaboration with the DOE ORNL WES team. Link
(*The R&D 100 Awards recognize the 100 most technologically significant products and innovations introduced to the research market over the past year.)
AERPAW-Sionna – A tool provides fastAPI endpoints, a Sionna RT wrapper and controller system that act together to enable high-fidelity channel emulation in the AERPAW testbed. Link
3D-DT – A UAV digital twin for multi-objective optimization and communication task planning. Link Demo
CAMP-Plant – A spatiotemporal video prediction benchmark for plant growth dynamics, built on the OpenSTL framework, which emphasizes biologically meaningful leaf-level evolution rather than generic pixel forecasting. Link
LogAnalyzer – A simple LLM-enabled tool to analyze and classify large-scale network logs. Link
ByteTrans – A universal packet compressor in multi-modal communications using rank-based predictive models. Link Demo
NDTOmni – A roadmap to develop network digital twins Leveraging NVIDIA Omniverse for infrastructure planning and radio unit configuration. Link Demo
AutoSim – An interactive, automated, and script-free simulation tool using Network-oriented LLMs. Link Demo ns-3-LLMs
LLM-IDS – A platform for enhancing network intrusion detection by integrating large language models to improve attack detection, analysis, and interpretability. Link
FLVis – An interactive platform to dynamically visualize data and poisoning behavious in federated learning systems. Link
Gentopia – A collaborative platform for tool-augmented foundation models, enabling flexible customization of agents through simple configurations. Paper Demo Link
WirelessDT – A digital twin tool in next-generation wireless network (mmWave, 5G/6G) based on ns-3 and ray tracer. Link
LQ-Data – Measurements and synthetic 60GHz link quality datasets, contributing to NIST NextG Channel Model Alliance. Link
NetEdu – A network visualizer with hands-on scripts and examples for education: Link
RaySig – A ray-tracing software for mapping signal propagation profiles. Link
ReWOO – A tool-augmented language model paradigm, leveraging foreseeable reasoning ability to improve system parameter and prompt efficiency. Link
ns3-WiGiG – ns-3 WiGig implementation. Link
mmLAN-Sim – An enhanced mmWave LAN ns-3 simulator. Link
RelaySim – A relay-assisted mmWave backhaul network simulator. link
“Once a system has a software representation, a world of possibilities opens up”